End Data Mismatches

Eliminate inefficiencies, elevate customer experience.

A tool designed to deliver

Unique capabilities that put your data to work for you

  • Unlike fragmented tools or heavy custom scripts, 42-DS Reconciliation Tool provides a single, full-cycle solution from onset to correction.

  • Our system uses machine learning to spot anomalies, automate analysis, and prioritize corrections, reducing manual triage and accelerating resolution.

  • We bring a library of reusable business entities, reports, and rules tailored to enterprise operations, minimizing setup time and maximizing relevance.

  • We operate at the business-entity level such as customers, products, billing items, services. This ensures context-aware reconciliation that aligns with how your business actually works.

  • The platform is cloud-native, low-code, and production-safe. Deploy it quickly, scale elastically, and reconcile enterprise-grade data volumes, without impacting live systems.

  • From analysts to executives, our reporting framework delivers clear, actionable insights. Dashboards are customizable to your team’s needs.

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See how 42-DS can help you reconcile the right way. Faster, smarter, and with full control.

Inconsistent data costs enterprises up to 25% of their revenue.

Left unaddressed, mismatches lead to silent leakage, reporting failures, and growing friction between teams and partners.

Fragmentation across evolving systems landscape
Replacing or upgrading core systems often leaves data partially mapped, duplicated, or misaligned. These gaps cause process failures, inaccurate reporting, and customer-impacting issues. Manual validation can’t keep up and slows down your delivery timeline.

Revenue leakage from production system mismatches
When systems fall out of sync, the financial impact can be significant. In complex environments, these mismatches often go unnoticed until revenue reports expose the damage. At that point, recovery is slow, costly, and rarely complete. Whether it’s telco, banking, healthcare or retail, our tool helps you stay ahead of revenue-impacting data mismatches.

Disputes in revenue-sharing partnerships
Incentive models built on shared data are only as good as the trust behind them. When your partners rely on different logic, systems, or datasets, mismatches are inevitable. This leads to payment delays, drawn-out reconciliations, and unnecessary friction between teams.

Outcomes our customers unlock with us

Consistent data across legacy, cloud, and partner systems

Fewer disputes, faster settlements, and more accurate partner payments

Post-migration stability and assurance

Fewer support tickets due to data errors

Improved billing accuracy and reduced revenue leakage

Significant reduction in mismatch manual analysis time

Transparent, trusted insights for both technical and business teams